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Natural Sciences

Building Regression Models using RStudio

When:

14 August - 16 August 2024

School:

Antwerp Summer School

Institution:

Adiaba Consulting Group

City:

Antwerp

Country:

Belgium

Language:

English

Credits:

3.0 EC

Fee:

300 EUR

Interested?
Please note: this course has already ended
Building Regression Models using RStudio
Online

About

This practical summer school course on associative inference using statistical Modeling in R is designed for researchers, data analysts, and statisticians seeking to enhance their skills in applying statistical models to real-world data. The course will cover a range of statistical modeling techniques, from basic linear regression to more advanced methods such as generalized linear models and mixed-effects models. Participants will gain practical experience through hands-on exercises using R, one of the most powerful tools for statistical analysis and data visualization. The course will provide a blend of theoretical knowledge and practical application to ensure participants can effectively use these techniques in their own work.

Participants are required to bring their own laptops with R software and the necessary packages pre-installed (including tidyverse, glm, lme4, forecast, and survival) for the hands-on sessions.

Course leader

Adiaba Consulting Group

Target group

Early stage researchers, data analysts, statisticians. Participants should be familiar with the R software and have a basic background in statistics, including understanding of basic statistical concepts such as mean, variance, and confidence intervals

Course aim

By the end of the course, participants will be able to:

* Identify appropriate model for hypothesis at hand
* Understand and apply various statistical models using R.
* Interpret the results of statistical analyses.
* Diagnose and address potential issues in model fitting.
* Use R to visualize data and model outputs.
* Apply statistical modeling techniques to real-world datasets.

Fee info

Fee

300 EUR, Covers course fee

Interested?

When:

14 August - 16 August 2024

School:

Antwerp Summer School

Institution:

Adiaba Consulting Group

Language:

English

Credits:

3.0 EC

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